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{
"role": "user",
"content": "What information do you have about TextMessage UDR - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "The TextMessage UDR i... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about InfoZone?"
},
{
"role": "assistant",
"content": "No content available."
}
] |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about SFTP Collection Agent Events - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "Agent Me... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about General Preparations Execution Context - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content":... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Increasing the Maximum Number of File Descriptors - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about InfoZone?"
},
{
"role": "assistant",
"content": "No content available."
}
] |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about CCCycleUDR - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "The CCCycle UDR is a conta... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Python Agents - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "This section describes ... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Real-Time Disk_Deprecated Collection Agent Input/Output Data and MIM - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Post Upgrade - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "Depending on the version... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about InfoZone?"
},
{
"role": "assistant",
"content": "No content available."
}
] |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Importing Or Exporting Data In Reference Data Management - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistan... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about InfoZone?"
},
{
"role": "assistant",
"content": "No content available."
}
] |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about PCC Rules - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "Search this document: PCC R... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about RESTful Interface for Reference Data Management - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Filters - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "Filters allow the user to fil... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Netflow Input/Output Data - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "The Input/O... |
[
{
"role": "system",
"content": "You are a helpful assistant with knowledge about space:MD93."
},
{
"role": "user",
"content": "What information do you have about Amazon SQS UDRs - MediationZone Documentation 9.3 - InfoZone?"
},
{
"role": "assistant",
"content": "SqsCollectorCycleUDR ... |
End of preview. Expand in Data Studio
YAML Metadata Warning:empty or missing yaml metadata in repo card
Check out the documentation for more information.
MZ93 - LLM Training Dataset
Overview
This dataset contains crawled documentation from https://infozone.atlassian.net/wiki/spaces/MD93/, formatted for LLM training and RAG systems.
Dataset Statistics
- Total Pages: 3722
- Total Words: 943002
- Total Chunks: 2276
- Crawled: 2025-06-24 05:02:33
Directory Structure
/llm_ready/
Plain text files optimized for LLM training:
- Clean, formatted text content
- Consistent structure with headers
- Document metadata included
/jsonl/
JSONL format for fine-tuning:
- OpenAI/Anthropic compatible format
- Question-answer pairs
- System prompts included
/chunks/
Chunked content for RAG systems:
- 2000 character chunks
- Overlap handling
- Metadata preserved
/embeddings/
Vector database ready format:
- Complete document structure
- Category information
- Embedding-optimized text
Usage Examples
Fine-tuning OpenAI GPT:
openai api fine_tunes.create -t training_data.jsonl -m gpt-3.5-turbo
Loading for RAG:
import json
with open('chunks_index.json', 'r') as f:
chunks = json.load(f)
# Process chunks for vector database
Training Custom Model:
# Use files in llm_ready/ directory
for file in glob('llm_ready/*.txt'):
# Process for training
Data Quality
- Text cleaned and normalized
- Navigation elements removed
- Consistent formatting applied
- Categories and metadata preserved
License
Educational and research use. Respect original source licensing.
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